2007

Natural Language Processing and Text Mining

ISBN: 978-1-84628-175-4 (Print) 978-1-84628-754-1 (Online)

Table of contents (12 chapters)

  1. Front Matter

    Pages I-XII

  2. No Access

    Book Chapter

    Pages 1-7

    Overview

  3. No Access

    Book Chapter

    Pages 9-28

    Extracting Product Features and Opinions from Reviews

  4. No Access

    Book Chapter

    Pages 29-44

    Extracting Relations from Text: From Word Sequences to Dependency Paths

  5. No Access

    Book Chapter

    Pages 46-67

    Mining Diagnostic Text Reports by Learning to Annotate Knowledge Roles

  6. No Access

    Book Chapter

    Pages 69-90

    A Case Study in Natural Language Based Web Search

  7. No Access

    Book Chapter

    Pages 91-106

    Evaluating Self-Explanations in iSTART: Word Matching, Latent Semantic Analysis, and Topic Models

  8. No Access

    Book Chapter

    Pages 107-122

    Textual Signatures: Identifying Text-Types Using Latent Semantic Analysis to Measure the Cohesion of Text Structures

  9. No Access

    Book Chapter

    Pages 123-144

    Automatic Document Separation: A Combination of Probabilistic Classification and Finite-State Sequence Modeling

  10. No Access

    Book Chapter

    Pages 145-169

    Evolving Explanatory Novel Patterns for Semantically-Based Text Mining

  11. No Access

    Book Chapter

    Pages 171-192

    Handling of Imbalanced Data in Text Classification: Category-Based Term Weights

  12. No Access

    Book Chapter

    Pages 193-219

    Automatic Evaluation of Ontologies

  13. No Access

    Book Chapter

    Pages 221-258

    Linguistic Computing with UNIX Tools

  14. Back Matter

    Pages 259-265